Index

A

all_sensors (pysensors.reconstruction.SSPOR property) (pysensors.SSPOR property)

annotate_sensors() (pysensors.utils.BaseConstraint method)

B

BaseConstraint (class in pysensors.utils)

C

CCQR (class in pysensors.optimizers) Circle (class in pysensors.utils) constrained_binary_solve() (in module pysensors.utils) constrained_multiclass_solve() (in module pysensors.utils)

constraint_function() (pysensors.utils.Circle method) (pysensors.utils.Ellipse method) (pysensors.utils.Parabola method) (pysensors.utils.Polygon method) Custom (class in pysensors.basis)

D

determinant() (in module pysensors.utils) draw() (pysensors.utils.Circle method) (pysensors.utils.Ellipse method) (pysensors.utils.Parabola method) (pysensors.utils.Polygon method)

draw_constraint() (pysensors.utils.BaseConstraint method)

E

Ellipse (class in pysensors.utils)

exact_n() (in module pysensors.utils)

F

fit() (pysensors.basis.Custom method) (pysensors.basis.Identity method) (pysensors.basis.RandomProjection method) (pysensors.basis.SVD method) (pysensors.classification.SSPOC method) (pysensors.optimizers.CCQR method) (pysensors.optimizers.GQR method) (pysensors.optimizers.QR method) (pysensors.optimizers.TPGR method) (pysensors.reconstruction.SSPOR method) (pysensors.SSPOC method) (pysensors.SSPOR method)

functional_constraints() (pysensors.utils.BaseConstraint method)

G

get_all_sensors() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method) get_constraint_indices() (pysensors.utils.BaseConstraint method) get_coordinates_from_indices() (in module pysensors.utils) get_functionalConstraind_sensors_indices() (pysensors.utils.BaseConstraint method) get_indices_from_coordinates() (in module pysensors.utils)

get_selected_sensors() (pysensors.classification.SSPOC method) (pysensors.reconstruction.SSPOR method) (pysensors.SSPOC method) (pysensors.SSPOR method) get_sensors() (pysensors.optimizers.QR method) (pysensors.optimizers.TPGR method) GQR (class in pysensors.optimizers)

I

Identity (class in pysensors.basis)

M

matrix_inverse() (pysensors.basis.Custom method) (pysensors.basis.Identity method) (pysensors.basis.RandomProjection method) (pysensors.basis.SVD method) max_n() (in module pysensors.utils) module pysensors pysensors.basis pysensors.classification pysensors.optimizers pysensors.reconstruction pysensors.utils

N

n_basis_modes (pysensors.basis.Custom property) (pysensors.basis.RandomProjection property) (pysensors.basis.SVD property)

O

one_pt_energy_landscape() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method)

P

Parabola (class in pysensors.utils) plot_constraint_on_data() (pysensors.utils.BaseConstraint method) plot_grid() (pysensors.utils.BaseConstraint method) plot_selected_sensors() (pysensors.utils.BaseConstraint method) Polygon (class in pysensors.utils) predetermined() (in module pysensors.utils) predict() (pysensors.classification.SSPOC method) (pysensors.reconstruction.SSPOR method) (pysensors.SSPOC method) (pysensors.SSPOR method) pysensors module

pysensors.basis module pysensors.classification module pysensors.optimizers module pysensors.reconstruction module pysensors.utils module

Q

QR (class in pysensors.optimizers)

R

RandomProjection (class in pysensors.basis) reconstruction_error() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method)

relative_reconstruction_error() (in module pysensors.utils)

S

score() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method) selected_sensors (pysensors.classification.SSPOC property) (pysensors.reconstruction.SSPOR property) (pysensors.SSPOC property) (pysensors.SSPOR property) sensors_dataframe() (pysensors.utils.BaseConstraint method) set_fit_request() (pysensors.classification.SSPOC method) (pysensors.optimizers.CCQR method) (pysensors.optimizers.GQR method) (pysensors.optimizers.QR method) (pysensors.optimizers.TPGR method) (pysensors.reconstruction.SSPOR method) (pysensors.SSPOC method) (pysensors.SSPOR method) set_n_sensors() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method)

set_number_of_sensors() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method) set_predict_request() (pysensors.classification.SSPOC method) (pysensors.reconstruction.SSPOR method) (pysensors.SSPOC method) (pysensors.SSPOR method) set_score_request() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method) SSPOC (class in pysensors) (class in pysensors.classification) SSPOR (class in pysensors) (class in pysensors.reconstruction) std() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method) SVD (class in pysensors.basis)

T

TPGR (class in pysensors.optimizers)

two_pt_energy_landscape() (pysensors.reconstruction.SSPOR method) (pysensors.SSPOR method)

U

update_n_basis_modes() (pysensors.classification.SSPOC method) (pysensors.reconstruction.SSPOR method) (pysensors.SSPOC method) (pysensors.SSPOR method)

update_sensors() (pysensors.classification.SSPOC method) (pysensors.SSPOC method)

V

validate_input() (in module pysensors.utils)